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2025
A hybrid approach for cervical cancer detection: Combining D-CNN, transfer learning, and ensemble models
Array
2025
A two stage deep supervised learning model with inter-layer weight sharing for multi class medical image classification
Discover Computing
2025
A fine-tuned adaptive weight deep dense meta stacked transfer learning model for effective cervical cancer prediction
Physica Scripta
2025
Lecture Notes in Networks and Systems
2025
Digital Pathology
2025
Assessment of Health Beliefs and Motivations for Cervical Cancer Screening
Healthcare
2025
TransPapCanCervix: An Enhanced Transfer Learning‐Based Ensemble Model for Cervical Cancer Classification
Computational Intelligence
2025
Performance of artificial intelligence for diagnosing cervical intraepithelial neoplasia and cervical cancer: a systematic review and meta-analysis
eClinicalMedicine
2025
Machine learning, deep learning, and artificial intelligence as applied to the field of cytopathology: a comprehensive review
Journal of the American Society of Cytopathology
2025
Comparison of deep transfer learning models for classification of cervical cancer from pap smear images
Scientific Reports
2025
A hybrid compound scaling hypergraph neural network for robust cervical cancer subtype classification using whole slide cytology images
Scientific Reports
2025
Revolutionizing cervical cancer detection: a new optimized explainable artificial intelligence model
Neural Computing and Applications
2025
Hierarchical hybrid prior-knowledge guided cervical cell classification
Neurocomputing
2025
Cervical Cancer Classification Using Deep Learning Approach Using Colposcopy Images
Neural Processing Letters
2025
CNN based method for classifying cervical cancer cells in pap smear images
Scientific Reports
2025
A Comprehensive Survey on Diagnostic Microscopic Imaging Modalities, Challenges, Taxonomy, and Future Directions for Cervical Abnormality Detection and Grading
IEEE Transactions on Artificial Intelligence
2024
Lecture Notes in Networks and Systems
2024
Cervical Cancer Classification From Pap Smear Images Using Deep Convolutional Neural Network Models
Interdisciplinary Sciences: Computational Life Sciences
2024
2024 3rd International Conference for Innovation in Technology (INOCON)
2024
Cervic cancer classification using quantum fuzzy set
Turkish Journal of Engineering
2024
Early cancer detection using deep learning and medical imaging: A survey
Critical Reviews in Oncology/Hematology
2024
4TH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS 2023: ICIoT2023
2024
A systematic review on deep learning based methods for cervical cell image analysis
Neurocomputing
2024
2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA)
2024
Deep integrated fusion of local and global features for cervical cell classification
Computers in Biology and Medicine
2024
2024 IEEE 6th International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA)
2024
Automated Cervical Cancer Screening Using Single-Cell Segmentation and Deep Learning: Enhanced Performance with Liquid-Based Cytology
Computation
2024
Diagnostic utility of transfer learning by using convolutional neural network for cytological diagnosis of malignant effusions
Diagnostic Cytopathology
2024
2024 International Conference on Emerging Technologies in Computer Science for Interdisciplinary Applications (ICETCS)
2024
A federated learning aided system for classifying cervical cancer using PAP-SMEAR images
Informatics in Medicine Unlocked
2024
2024 International Conference on Advances in Data Engineering and Intelligent Computing Systems (ADICS)
2024
Lecture Notes in Networks and Systems
2024
Advances in Fuzzy‐Based Internet of Medical Things (IoMT)
2023
An improved ensemble deep belief model (EDBM) for pap-smear cell image classification
Multimedia Tools and Applications
2023
Artificial Intelligence-driven Digital Cytology-based Cervical Cancer Screening: Is the Time Ripe to Adopt This Disruptive Technology in Resource-constrained Settings? A Literature Review
Journal of Digital Imaging
2023
Recent developments in cervical cancer diagnosis using deep learning on whole slide images: An Overview of models, techniques, challenges and future directions
Micron
2023
Automated cervical cell segmentation using deep ensemble learning
BMC Medical Imaging
2023
Deep learning for computational cytology: A survey
Medical Image Analysis
2023
CervixFormer: A Multi-scale swin transformer-Based cervical pap-Smear WSI classification framework
Computer Methods and Programs in Biomedicine
2023
Classification of single‐cell cervical pap smear images using EfficientNet
Expert Systems
2023
Deep Learning-Based TEM Image Analysis for Fully Automated Detection of Gold Nanoparticles Internalized Within Tumor Cell
Microscopy and Microanalysis
2023
CerCan·Net: Cervical cancer classification model via multi-layer feature ensembles of lightweight CNNs and transfer learning
Expert Systems with Applications
2023
Chaotic quantization based JPEG for effective compression of whole slide images
The Visual Computer
2023
A systematic review of deep learning-based cervical cytology screening: from cell identification to whole slide image analysis
Artificial Intelligence Review
2023
Cervical Cancer Detection Techniques: A Chronological Review
Diagnostics
2023
Lecture Notes in Computer Science
2023
Lecture Notes in Electrical Engineering
2023
CAM-VT: A Weakly supervised cervical cancer nest image identification approach using conjugated attention mechanism and visual transformer
Computers in Biology and Medicine
2023
Artificial intelligence-assisted cervical dysplasia detection using papanicolaou smear images
The Visual Computer
2023
Lecture Notes in Networks and Systems
2023
Improving Mobile-Based Cervical Cytology Screening: A Deep Learning Nucleus-Based Approach for Lesion Detection
Applied Sciences
2023
Deep learning approaches for lyme disease detection: leveraging progressive resizing and self-supervised learning models
Multimedia Tools and Applications
2023
Binary and multi-class automated detection of age-related macular degeneration using convolutional- and transformer-based architectures
Computer Methods and Programs in Biomedicine
2023
Cervical cell’s nucleus segmentation through an improved UNet architecture
PLOS ONE
2023
2023 IEEE 11th Region 10 Humanitarian Technology Conference (R10-HTC)
2022
COVID19-HPSMP: COVID-19 adopted Hybrid and Parallel deep information fusion framework for stock price movement prediction
Expert Systems with Applications
2022
2022 4th International Conference on Biomedical Engineering (IBIOMED)
2022
2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon)
2022
Modified metaheuristics with stacked sparse denoising autoencoder model for cervical cancer classification
Computers and Electrical Engineering
2022
Early cervical cancer diagnosis using Sooty tern‐optimized CNN‐LSTM classifier
International Journal of Imaging Systems and Technology
2022
Lecture Notes in Electrical Engineering
2022
2022 International Conference on Electronic Systems and Intelligent Computing (ICESIC)
2022
Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers
Computers in Biology and Medicine
2022
An Improved Fuzzy Deep Learning (IFDL) model for managing uncertainty in classification of pap-smear cell images
Intelligent Systems with Applications
2022
A Deep Neural Network for Cervical Cell Classification Based on Cytology Images
IEEE Access
2022
Cervical Cancer Classification from Pap Smear Images Using Modified Fuzzy C Means, PCA, and KNN
IETE Journal of Research
2022
Deep Learning-Based Screening of Urothelial Carcinoma in Whole Slide Images of Liquid-Based Cytology Urine Specimens
Cancers
2022
EEG-based motor imagery classification using convolutional neural networks with local reparameterization trick
Expert Systems with Applications
2022
SKCV: Stratified K-fold cross-validation on ML classifiers for predicting cervical cancer
Frontiers in Nanotechnology
2022
Weapon operating pose detection and suspicious human activity classification using skeleton graphs
Mathematical Biosciences and Engineering
2022
Multi-class nucleus detection and classification using deep convolutional neural network with enhanced high dimensional dissimilarity translation model on cervical cells
Biocybernetics and Biomedical Engineering
2022
PancreaSys: An Automated Cloud-Based Pancreatic Cancer Grading System
Frontiers in Signal Processing
2022
Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology
Medical Image Analysis
2022
Automated Structural Analysis and Quantitative Characterization of Scar Tissue Using Machine Learning
Diagnostics
2021
Kinship verification and recognition based on handcrafted and deep learning feature-based techniques
PeerJ Computer Science
2021
Intelligent recognition of erosion damage to concrete based on improved YOLO-v3
Materials Letters
2021
Improvement method for cervical cancer detection: A comparative analysis
Oncology Research
2021
Detection of Cervical Cancer Cells in Whole Slide Images Using Deformable and Global Context Aware Faster RCNN-FPN
Current Oncology
2021
2021 International Conference on Green Energy, Computing and Sustainable Technology (GECOST)
2021
KL-MOB: automated COVID-19 recognition using a novel approach based on image enhancement and a modified MobileNet CNN
PeerJ Computer Science
2021
2021 International Conference on Green Energy, Computing and Sustainable Technology (GECOST)
2021
An optimized transfer learning-based approach for automatic diagnosis of COVID-19 from chest x-ray images
PeerJ Computer Science
2021
Detection of segmented uterine cancer images by Hotspot Detection method using deep learning models, Pigeon-Inspired Optimization, types-based dominant activation selection approaches
Computers in Biology and Medicine
2021
COVID-19 pulmonary consolidations detection in chest X-ray using progressive resizing and transfer learning techniques
Heliyon
2021
Thermal Face Generation Using StyleGAN
IEEE Access
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